akshaykgupta / im2latex

ELL881 (Deep Learning) Course Project - Generating Latex source code from images of Latex formulae using Deep Learning

im2latex

Deep Learning Course, Fall 2016

The project aims to generate Latex source code given the image of a Latex formula. The model we use is a convolutional encoder followed by a GRU decoder with attention applied to the image representation, and beam search to predict final output. The model is inspired from Show, Attend and Tell (Xu, Kelvin et. al., 2016).

We used the im2latex-100k dataset from the Harvard NLP Group. This is one of the projects listed at OpenAI's requests for research page.

The code is implemented in Blocks. Code has been adapted from the machine translation example in the Blocks repository.